Microbial co-occurrence network analysis of soils receiving short- and long-term applications of alkaline treated biosolids

被引:48
作者
Price, G. W. [1 ]
Langille, Morgan G. I. [2 ,3 ]
Yurgel, Svetlana N. [4 ]
机构
[1] Dalhousie Univ, Dept Engn, Truro, NS, Canada
[2] Dalhousie Univ, Dept Microbiol & Immunol, Halifax, NS, Canada
[3] Dalhousie Univ, Dept Pharmacol, Halifax, NS, Canada
[4] Dalhousie Univ, Dept Plant Food & Environm Sci, Truro, NS, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
Microbial cooperation; Microbiome stability; Network topology; Soil memory; Biosolids; BACTERIAL COMMUNITY STRUCTURE; ANTIBIOTIC-RESISTANCE GENES; ORGANIC AMENDMENTS; DIVERSITY; IMPACTS; CONNECTANCE; INCREASES; ABUNDANCE; DYNAMICS; MODULATE;
D O I
10.1016/j.scitotenv.2020.141687
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Agricultural soils are inherently disturbed systems where organic matter additions are considered to enhance microbial community structure and resilience. High-throughput sequencing of community was applied to soils receiving annual applications of an alkaline stabilized biosolid (ATB), at four increasing rates over 10 years, as an environmental stressor in contrast to a one-time application of ATB ten years prior. Bacterial community structure was more greatly influenced by annual ATB applications relative to fungi and eukaryotes. Specifically, higher relative abundances of Proteobacteria, Acidobacteria, Bacteroidetes, and Chloroflexi were measured in annual ATB rates relative to the single ATB rates and the control. High rates of annual ATB applications resulted in lower bacterial alpha-diversity, as well as fungal and eukaryotic Shannon diversity, but single ATB or lower rates of ATB applied annually showed increased alpha -diversity relative to the control. Soil microbiome responses to annual ATB and single ATB rates were also examined using co-occurrence network analysis. High rates and frequency of ATB application resulted in a decrease in network interactions, lower average number of neighbors, and reduced network density compared to control soils. A concomitant increase in network diameter and characteristic path length further suggests annual additions of ATB led to a more adapted, but less cooperative, state in the microbiome. The data suggest a more universal functional response of microbiomes to the stressors compared to community structure and local diversity. In particular, beta-analysis and network analysis were both able to resolve significant effects on soil microbiomes 10 years post-application of low rates of ATB. Community complexity and stability were increased by single low rate of ATB additions and decreased by single high rate and annualmoderate rates of ATB additions. These results provide insights into the effects that ATB additions have on soil community after only one-time use and after annual additions over a decade. (C) 2020 The Authors. Published by Elsevier B.V.
引用
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页数:11
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共 49 条
[41]   Intestinal Microbes in Patients With Schizophrenia Undergoing Short-Term Treatment: Core Species Identification Based on Co-Occurrence Networks and Regression Analysis [J].
Xiang, Min ;
Zheng, Liqin ;
Pu, Daoshen ;
Lin, Feng ;
Ma, Xiaodong ;
Ye, Huiqian ;
Pu, Daoqiong ;
Zhang, Ying ;
Wang, Dong ;
Wang, Xiaoli ;
Zou, Kaiqing ;
Chen, Linqi ;
Zhang, Yong ;
Sun, Zhanjiang ;
Zhang, Tao ;
Wu, Guolin .
FRONTIERS IN MICROBIOLOGY, 2022, 13
[42]   Short- and Long-Term Effects of Land Use on Reducing Personal Vehicle Miles of Travel Longitudinal Multilevel Analysis in Austin, Texas [J].
Zhang, Wenjia ;
Zhang, Ming .
TRANSPORTATION RESEARCH RECORD, 2015, (2500) :102-109
[43]   Composition, predicted functions, and co-occurrence networks of fungal and bacterial communities_ Links to soil organic carbon under long-term fertilization in a rice-wheat cropping system [J].
Chen, Jie ;
Guo, Qiankun ;
Liu, Donghai ;
Hu, Cheng ;
Sun, Jingwen ;
Wang, Xiubin ;
Liang, Guoqing ;
Zhou, Wei .
EUROPEAN JOURNAL OF SOIL BIOLOGY, 2020, 100
[44]   Long-term applications of untreated and alum-treated poultry litter drive soil nitrogen concentrations and associated microbial community dynamics [J].
Tomlinson, Peter J. ;
Savin, Mary C. ;
Moore, Philip A., Jr. .
BIOLOGY AND FERTILITY OF SOILS, 2015, 51 (01) :43-55
[45]   Comparison of the short- and long-term effects of zinc ions on the anaerobic mesophilic co-digestion of food waste and waste activated sludge: Digester performance, antibiotic resistance gene reduction and the microbial community [J].
Xing, Bao-Shan ;
Su, Yi-Meng ;
Fu, Yu-Lin ;
Wu, Yi-Fan ;
Yan, Chen-Hao ;
Wang, Xiaochang C. ;
Li, Yu-You ;
Chen, Rong .
JOURNAL OF HAZARDOUS MATERIALS, 2024, 480
[46]   Rice developmental stages modulate rhizosphere bacteria and archaea co-occurrence and sensitivity to long-term inorganic fertilization in a West African Sahelian agro-ecosystem [J].
Dondjou, Donald Tchouomo ;
Diedhiou, Abdala Gamby ;
Mbodj, Daouda ;
Mofini, Marie-Therese ;
Pignoly, Sarah ;
Ndiaye, Cheikh ;
Diedhiou, Issa ;
Assigbetse, Komi ;
Manneh, Baboucarr ;
Laplaze, Laurent ;
Kane, Aboubacry .
ENVIRONMENTAL MICROBIOME, 2023, 18 (01)
[47]   Comparative microbiome analysis of two different long-term pesticide contaminated soils revealed the anthropogenic influence on functional potential of microbial communities [J].
Regar, Raj Kumar ;
Gaur, Vivek Kumar ;
Bajaj, Abhay ;
Tambat, Subodh ;
Manickam, Natesan .
SCIENCE OF THE TOTAL ENVIRONMENT, 2019, 681 :413-423
[48]   Characteristics and Complete Genome Analysis of Bacillus asahii OM18, a Bacterium in Relation to Soil Fertility in Alkaline Soils Under Long-Term Organic Manure Amendment [J].
Jiang, Huayun ;
Feng, Youzhi ;
Zhao, Fei ;
Lin, Xiangui .
CURRENT MICROBIOLOGY, 2019, 76 (12) :1512-1519
[49]   Microbial community and inorganic fluid analysis during CO2 storage within the frame of CO2SINK - Long-term experiments under in situ conditions [J].
Wandrey, Maren ;
Pellizari, Linda ;
Zettlitzer, Michael ;
Wuerdemann, Hilke .
10TH INTERNATIONAL CONFERENCE ON GREENHOUSE GAS CONTROL TECHNOLOGIES, 2011, 4 :3651-3657